| Temporal collaborative filtering with bayesian probabilistic tensor factorization L Xiong, X Chen, TK Huang, J Schneider, JG Carbonell Proceedings of the 2010 SIAM international conference on data mining, 211-222, 2010 | 896 | 2010 |
| Multimodal trajectory predictions for autonomous driving using deep convolutional networks H Cui, V Radosavljevic, FC Chou, TH Lin, T Nguyen, TK Huang, ... 2019 international conference on robotics and automation (icra), 2090-2096, 2019 | 764 | 2019 |
| Generalized Bradley-Terry Models and Multi-Class Probability Estimates. TK Huang, RC Weng, CJ Lin, G Ridgeway Journal of Machine Learning Research 7 (1), 2006 | 234 | 2006 |
| Machine learning for predicting locations of objects perceived by autonomous vehicles GC Haynes, I Dewancker, N Djuric, TK Huang, T Lan, TH Lin, ... US Patent 10,579,063, 2020 | 128 | 2020 |
| Active learning for cost-sensitive classification A Krishnamurthy, A Agarwal, TK Huang, H Daumé III, J Langford Journal of Machine Learning Research 20 (65), 1-50, 2019 | 110 | 2019 |
| Active transfer learning under model shift X Wang, TK Huang, J Schneider International Conference on Machine Learning, 1305-1313, 2014 | 103 | 2014 |
| Ranking individuals by group comparisons TK Huang, CJ Lin, RC Weng Proceedings of the 23rd international conference on Machine learning, 425-432, 2006 | 68 | 2006 |
| Predicting motion of vulnerable road users using high-definition maps and efficient convnets FC Chou, TH Lin, H Cui, V Radosavljevic, T Nguyen, TK Huang, ... 2020 IEEE Intelligent Vehicles Symposium (IV), 1655-1662, 2020 | 66 | 2020 |
| Object motion prediction and autonomous vehicle control N Djuric, V Radosavljevic, TD Nguyen, TH Lin, J Schneider, H Cui, ... US Patent 11,112,796, 2021 | 63 | 2021 |
| Active Search and Bandits on Graphs using Sigma-Optimality. Y Ma, TK Huang, JG Schneider UAI 542, 551, 2015 | 50 | 2015 |
| A generalized Bradley-Terry model: From group competition to individual skill TK Huang, CJ Lin, R Weng Advances in neural information processing systems 17, 2004 | 48 | 2004 |
| Efficient and parsimonious agnostic active learning TK Huang, A Agarwal, DJ Hsu, J Langford, RE Schapire Advances in Neural Information Processing Systems 28, 2015 | 46 | 2015 |
| Robust sensor correlation analysis for machine condition monitoring C Yuan, C Balderer, TK Huang, C Neubauer US Patent 7,769,561, 2010 | 23 | 2010 |
| Enhancing selectivity in big data M Lecuyer, R Spahn, R Geambasu, TK Huang, S Sen IEEE Security & Privacy 16 (1), 34-42, 2018 | 20 | 2018 |
| Long-term prediction of vehicle behavior using short-term uncertainty-aware trajectories and high-definition maps S Yalamanchi, TK Huang, GC Haynes, N Djuric 2020 IEEE 23rd International Conference on Intelligent Transportation …, 2020 | 14 | 2020 |
| Pyramid: Enhancing selectivity in big data protection with count featurization M Lecuyer, R Spahn, R Geambasu, TK Huang, S Sen 2017 IEEE Symposium on Security and Privacy (SP), 78-95, 2017 | 13 | 2017 |
| Active learning with oracle epiphany TK Huang, L Li, A Vartanian, S Amershi, J Zhu Advances in neural information processing systems 29, 2016 | 13 | 2016 |
| Learning auto-regressive models from sequence and non-sequence data TK Huang, J Schneider Advances in Neural Information Processing Systems 24, 2011 | 13 | 2011 |
| Sequence recognition with scanning N-tuple ensembles SM Lucas, TK Huang Proceedings of the 17th International Conference on Pattern Recognition …, 2004 | 11 | 2004 |
| Learning hidden Markov models from non-sequence data via tensor decomposition TK Huang, J Schneider Advances in Neural Information Processing Systems 26, 2013 | 9 | 2013 |
Jeff SchneiderCarnegie Mellon University確認したメール アドレス: cs.cmu.edu
